Computational Technologies in Materials Science
“Computational Technologies in Materials Science” by Shubham Tayal, published by CRC Press on October 7, 2021, is a comprehensive examination of the role of advanced materials in addressing critical challenges in clean energy, national security, and human welfare. This 238-page book delves into the application of computational techniques, including AI, machine learning, and cloud computing, to accelerate the exploration and development of new materials, facilitating their transition from discovery to market.
Readers will find an in-depth exploration of material testing and development through computational intelligence, alongside discussions on the integration of these technologies within materials science. The book includes case studies and detailed applications, addressing the challenges faced in utilizing computational intelligence for material synthesis and identification. It also analyzes the historic changes in material design, encouraging researchers and academics to innovate sustainable computational techniques in the field.
Official synopsis Publisher
Advanced materials are essential for economic security and human well-being, with applications in industries aimed at addressing challenges in clean energy, national security, and human welfare. Yet, it can take years to move a material to the market after its initial discovery. Computational techniques have accelerated the exploration and development of materials, offering the chance to move new materials to the market quickly. Computational Technologies in Materials Science addresses topics related to AI, machine learning, deep learning, and cloud computing in materials science. It explores characterization and fabrication of materials, machine-learning-based models, and computational intelligence for the synthesis and identification of materials. This book
* Covers material testing and development using computational intelligence
* Highlights the technologies to integrate computational intelligence and materials science
* Details case studies and detailed applications
* Investigates challenges in developing and using computational intelligence in materials science
* Analyzes historic changes that are taking place in designing materials.
This book encourages material researchers and academics to develop novel theories and sustainable computational techniques and explores the potential for computational intelligence to replace traditional materials research.
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